{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d3a83785-8e6f-4e6c-a781-f60e63c726ad",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import sys\n",
    "import os\n",
    "import json\n",
    "import cv2\n",
    "import uuid\n",
    "sys.path.append('../../src')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1f21d2f9-01ee-4abd-90c2-28f1188af3ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sryolo.devtools import os_utils\n",
    "from sryolo.devtools import dataset_utils\n",
    "from sryolo.devtools import label_studio_utils\n",
    "from sryolo.devtools import ultralytics_utils"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "06653794-fcd4-4fe7-9462-214c1dc84324",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "data": {
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       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0004-重子-zz\\\\SimUniMoveToEnemyByDetect_1717213536653.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0004-重子-zz\\\\0004-重子-zz-00068.png',\n",
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       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717313886150.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00040.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717313955974.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00041.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717314442498.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00042.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717329976213.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00043.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717330112715.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00044.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\_1717330159440.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0021-银鬃士兵-yzsb\\\\0021-银鬃士兵-yzsb-00045.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0028-基层员工-jcyg\\\\_1717312492572.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0028-基层员工-jcyg\\\\0028-基层员工-jcyg-00032.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0028-基层员工-jcyg\\\\_1717312608079.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0028-基层员工-jcyg\\\\0028-基层员工-jcyg-00033.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717214033508.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00125.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222526441.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00126.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222526828.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00127.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222527217.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00128.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222527617.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00129.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222528340.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00130.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222728334.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00131.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717222730072.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00132.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223079869.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00133.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223080568.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00134.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223081905.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00135.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223082288.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00136.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223177126.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00137.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\SimUniMoveToEnemyByDetect_1717223179740.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00138.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\_1717314644576.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00139.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\_1717314767836.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00140.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\_1717314852318.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00141.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\_1717315028351.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00142.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\_1717315297085.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0035-魔阴身-mys\\\\0035-魔阴身-mys-00143.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0038-丰饶灵兽奎木-frls-km\\\\_1717315413060.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0038-丰饶灵兽奎木-frls-km\\\\0038-丰饶灵兽奎木-frls-km-00031.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0040-丰饶灵兽长右-frls-cy\\\\_1717315830728.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0040-丰饶灵兽长右-frls-cy\\\\0040-丰饶灵兽长右-frls-cy-00019.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\_1717323355590.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs-00039.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\_1717324507726.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs-00040.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\_1717324690496.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs\\\\0046-惊梦剧团的圆幕先生-jmjt-ymxs-00041.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\_1717324197061.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\0047-惊梦剧团的十七分热-jmjt-sqfr-00021.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\_1717324223158.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\0047-惊梦剧团的十七分热-jmjt-sqfr-00022.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\_1717324291995.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\0047-惊梦剧团的十七分热-jmjt-sqfr-00023.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\_1717324392885.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0047-惊梦剧团的十七分热-jmjt-sqfr\\\\0047-惊梦剧团的十七分热-jmjt-sqfr-00024.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0048-惊梦剧团的气泡埋伏-jmjt-qpmf\\\\_1717325004098.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0048-惊梦剧团的气泡埋伏-jmjt-qpmf\\\\0048-惊梦剧团的气泡埋伏-jmjt-qpmf-00035.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0049-惊梦剧团的弹簧荷官-jmjt-thhg\\\\_1717323213067.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0049-惊梦剧团的弹簧荷官-jmjt-thhg\\\\0049-惊梦剧团的弹簧荷官-jmjt-thhg-00024.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0050-惊梦剧团的甜猿泰山-jmjt-tyts\\\\_1717323677792.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0050-惊梦剧团的甜猿泰山-jmjt-tyts\\\\0050-惊梦剧团的甜猿泰山-jmjt-tyts-00019.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\SimUniMoveToEnemyByDetect_1717222497729.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\0052-我心支离破碎-yymy-wxzlps-00032.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\_1717324602924.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\0052-我心支离破碎-yymy-wxzlps-00033.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\_1717324624943.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0052-我心支离破碎-yymy-wxzlps\\\\0052-我心支离破碎-yymy-wxzlps-00034.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0053-何物藏于镜中-yymy-hwcyjz\\\\_1717324545712.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0053-何物藏于镜中-yymy-hwcyjz\\\\0053-何物藏于镜中-yymy-hwcyjz-00024.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0053-何物藏于镜中-yymy-hwcyjz\\\\_1717324569077.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0053-何物藏于镜中-yymy-hwcyjz\\\\0053-何物藏于镜中-yymy-hwcyjz-00025.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniMoveToInteractByDetect_1717231443496.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00060.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniMoveToInteractByDetect_1717236063229.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00061.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniMoveToInteractByDetect_1717236064549.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00062.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniRunCombatRouteV2_1717223405037.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00063.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniRunEventRouteV2_1717169792560.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00064.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\SimUniRunEventRouteV2_1717233767264.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0061-模拟宇宙事件-mnyz-sj\\\\0061-模拟宇宙事件-mnyz-sj-00065.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\_1717323848745.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\0073-同音共律的来日-tygldlr-00001.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\_1717323934549.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\0073-同音共律的来日-tygldlr-00002.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\_1717324034169.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\0073-同音共律的来日-tygldlr-00003.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\_1717324047482.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\0073-同音共律的来日-tygldlr-00004.png',\n",
       " 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\_1717324087468.png': 'F:\\\\code\\\\workspace\\\\StarRail-YOLO\\\\label-studio\\\\raw_images\\\\0073-同音共律的来日-tygldlr\\\\0073-同音共律的来日-tygldlr-00005.png'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "label_studio_utils.rename_raw_images()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ee956d11-e7d6-4600-98cb-f30498e6a778",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true,
     "source_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "0: 640x1088 1 0001-pm, 1 0035-mys, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 115.1ms\n",
      "Speed: 5.0ms preprocess, 115.1ms inference, 1235.4ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 1 0035-mys, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 1 0068-bsd, 27.0ms\n",
      "Speed: 4.0ms preprocess, 27.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0003-gz, 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 27.1ms\n",
      "Speed: 4.0ms preprocess, 27.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0005-xz, 3 0066-mnyz-xcrkwjhs, 2 0067-bfxs, 1 0069-kgj, 27.0ms\n",
      "Speed: 4.0ms preprocess, 27.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 2 0067-bfxs, 1 0069-kgj, 27.0ms\n",
      "Speed: 4.0ms preprocess, 27.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0049-jmjt-thhg, 1 0066-mnyz-xcrkwjh, 26.0ms\n",
      "Speed: 4.0ms preprocess, 26.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0010-gz, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0010-gz, 2 0066-mnyz-xcrkwjhs, 27.0ms\n",
      "Speed: 4.0ms preprocess, 27.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0004-zzs, 1 0069-kgj, 26.0ms\n",
      "Speed: 4.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 1 0068-bsd, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0003-gz, 1 0005-xz, 2 0066-mnyz-xcrkwjhs, 1 0068-bsd, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 1 0068-bsd, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0005-xzs, 2 0066-mnyz-xcrkwjhs, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 23.5ms\n",
      "Speed: 5.0ms preprocess, 23.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0005-xz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0005-xzs, 1 0023-shzzy, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 4 0005-xzs, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0005-xzs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0005-xzs, 1 0008-zc, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0005-xzs, 1 0006-jtz, 1 0008-zc, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0005-xzs, 1 0012-xszyz, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 3 0006-jtzs, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 2 0066-mnyz-xcrkwjhs, 2 0068-bsds, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0012-xszyzs, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 7 0013-zqs, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0013-zqs, 1 0014-zz, 1 0015-jc, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 1 0013-zq, 2 0015-jcs, 1 0016-hx, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0013-zqs, 1 0017-cl, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 2 0013-zqs, 2 0015-jcs, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0013-zq, 4 0015-jcs, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0002-xzs, 1 0014-zz, 2 0021-yzsbs, 2 0066-mnyz-xcrkwjhs, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0002-xz, 1 0014-zz, 1 0021-yzsb, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0014-zz, 2 0066-mnyz-xcrkwjhs, 1 0068-bsd, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0014-zz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0014-zz, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0016-hxs, 1 0017-cl, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0016-hxs, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0017-cls, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0015-jc, 1 0018-llz, 1 0066-mnyz-xcrkwjh, 1 0067-bfx, 1 0068-bsd, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0018-llz, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0018-llz, 2 0066-mnyz-xcrkwjhs, 2 0067-bfxs, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0015-jc, 1 0018-llz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0015-jc, 1 0018-llz, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0015-jc, 1 0018-llz, 1 0066-mnyz-xcrkwjh, 24.1ms\n",
      "Speed: 4.0ms preprocess, 24.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0018-llz, 2 0066-mnyz-xcrkwjhs, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0019-ydzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0019-ydzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0019-ydzy, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0020-hfzy, 1 0021-yzsb, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 12.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0020-hfzy, 1 0021-yzsb, 2 0066-mnyz-xcrkwjhs, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0020-hfzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0020-hfzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0009-mt, 1 0020-hfzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0020-hfzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 2 0068-bsds, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0007-x-wyzzx, 2 0020-hfzys, 1 0022-yzwg, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 1 0007-x-wyzzx, 2 0020-hfzys, 2 0021-yzsbs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0019-ydzy, 1 0021-yzsb, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0021-yzsbs, 1 0028-jcyg, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 4 0021-yzsbs, 1 0028-jcyg, 1 0069-kgj, 26.0ms\n",
      "Speed: 4.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0021-yzsbs, 1 0069-kgj, 26.0ms\n",
      "Speed: 5.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0007-x-wyzzx, 3 0021-yzsbs, 1 0022-yzwg, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0021-yzsb, 1 0022-yzwg, 1 0024-blny, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0021-yzsbs, 1 0022-yzwg, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0019-ydzy, 3 0021-yzsbs, 2 0022-yzwgs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0021-yzsbs, 1 0025-jpd, 2 0028-jcygs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0021-yzsbs, 2 0022-yzwgs, 1 0069-kgj, 23.6ms\n",
      "Speed: 4.0ms preprocess, 23.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0001-pms, 1 0012-xszyz, 1 0021-yzsb, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0012-xszyzs, 1 0018-llz, 1 0021-yzsb, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0028-jcygs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0016-hx, 2 0028-jcygs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0035-myss, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 26.0ms\n",
      "Speed: 4.6ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0044-qq, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0045-kl, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0035-mys, 2 0044-qqs, 1 0049-jmjt-thhg, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0035-mys, 2 0044-qqs, 1 0049-jmjt-thhg, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0035-mys, 2 0044-qqs, 1 0049-jmjt-thhg, 2 0066-mnyz-xcrkwjhs, 1 0067-bfx, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0035-mys, 2 0044-qqs, 1 0049-jmjt-thhg, 2 0066-mnyz-xcrkwjhs, 1 0068-bsd, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0048-jmjt-qpmf, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0035-mys, 1 0044-qq, 1 0048-jmjt-qpmf, 2 0066-mnyz-xcrkwjhs, 2 0067-bfxs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0035-myss, 2 0038-frls-kms, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 3 0035-myss, 1 0038-frls-km, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 3 0035-myss, 1 0036-lxz, 1 0069-kgj, 26.0ms\n",
      "Speed: 5.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 6 0035-myss, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0035-myss, 1 0038-frls-km, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 5 0038-frls-kms, 1 0069-kgj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 3 0040-frls-cys, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 6 0046-jmjt-ymxss, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0004-zzs, 1 0035-mys, 1 0046-jmjt-ymxs, 1 0069-kgj, 26.0ms\n",
      "Speed: 4.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 4 0046-jmjt-ymxss, 1 0058-sm, 1 0069-kgj, 25.0ms\n",
      "Speed: 5.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0047-jmjt-sqfrs, 1 0050-jmjt-tyts, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0047-jmjt-sqfr, 1 0048-jmjt-qpmf, 2 0050-jmjt-tytss, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0047-jmjt-sqfrs, 2 0048-jmjt-qpmfs, 1 0050-jmjt-tyts, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0047-jmjt-sqfrs, 2 0048-jmjt-qpmfs, 1 0050-jmjt-tyts, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0046-jmjt-ymxs, 2 0048-jmjt-qpmfs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0011-zws, 2 0049-jmjt-thhgs, 1 0053-yymy-hwcyjz, 1 0069-kgj, 24.0ms\n",
      "Speed: 5.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0047-jmjt-sqfr, 1 0050-jmjt-tyts, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0044-qq, 1 0052-yymy-wxzlps, 1 0061-mnyz-sj, 1 0066-mnyz-xcrkwjh, 1 0067-bfx, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 4 0052-yymy-wxzlpss, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0001-pm, 4 0052-yymy-wxzlpss, 1 0069-kgj, 25.0ms\n",
      "Speed: 3.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0004-zzs, 1 0012-xszyz, 1 0037-cltr, 1 0053-yymy-hwcyjz, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0004-zzs, 2 0053-yymy-hwcyjzs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0044-qq, 1 0061-mnyz-sj, 2 0066-mnyz-xcrkwjhs, 26.0ms\n",
      "Speed: 5.0ms preprocess, 26.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0061-mnyz-sj, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0061-mnyz-sj, 2 0066-mnyz-xcrkwjhs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0052-yymy-wxzlps, 1 0061-mnyz-sj, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0061-mnyz-sj, 1 0066-mnyz-xcrkwjh, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0010-gz, 1 0061-mnyz-sj, 2 0066-mnyz-xcrkwjhs, 24.0ms\n",
      "Speed: 4.0ms preprocess, 24.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0011-zw, 1 0028-jcyg, 1 0043-jrghs, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 2 0011-zws, 1 0035-mys, 1 0049-jmjt-thhg, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 1 0043-jrghs, 1 0057-kfk, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0012-xszyz, 2 0028-jcygs, 2 0035-myss, 1 0049-jmjt-thhg, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n",
      "\n",
      "0: 640x1088 1 0004-zz, 2 0035-myss, 1 0043-jrghs, 1 0069-kgj, 25.0ms\n",
      "Speed: 4.0ms preprocess, 25.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 1088)\n"
     ]
    }
   ],
   "source": [
    "label_studio_utils.generate_tasks_by_predictions(\n",
    "    dataset_name='full-2176',\n",
    "    train_name='yolov8x-960-full',\n",
    "    use_label='v1'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d307ed57-f8d1-4d8e-90dd-8943e9c5e6f3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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